Fold 1 - Understanding why coefficient 50020 was selected
Tag: NEWBORNS
Selected Coefficient: 50020
Taxonomy Path: 13.1.8
Taxonomy Name: Health & Beauty > Health Care > First Aid
Products with this tag: 3
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 50020 | 1.000000 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "NEWBORNS" tag (processing sequence 4080). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3082 | Absolute Essential Calm Birth (Organic) | 50020 | Health & Beauty > Health Care > First Aid | DIFFUSION, FAIR TRADE, MATERNITY, BIRTH CARE, MOTHERS | 0 | none | |
| 3092 | First Light Crisis Support Oral Drops/ Spray | 50020 | Health & Beauty > Health Care > First Aid | MATERNITY, BIRTH CARE | 0 | none | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | FAIR TRADE, NOURISHING, CRADLE CAP | -50020 | none |